epoch 0, loss_tr=17.646955 err_tr=0.991826 loss_te=18.189207 err_te=0.987626 err_te_snt=0.983405
epoch 0, loss_tr=17.662252 err_tr=0.992559 loss_te=18.197947 err_te=0.987655 err_te_snt=0.980519
epoch 8, loss_tr=16.081934 err_tr=0.531875 loss_te=17.724751 err_te=0.750284 err_te_snt=0.388167
epoch 16, loss_tr=15.835681 err_tr=0.305762 loss_te=17.499638 err_te=0.579332 err_te_snt=0.096681
epoch 24, loss_tr=15.724241 err_tr=0.187803 loss_te=17.397839 err_te=0.510644 err_te_snt=0.054834
epoch 32, loss_tr=15.661330 err_tr=0.118242 loss_te=17.328390 err_te=0.463705 err_te_snt=0.028139
epoch 40, loss_tr=15.623908 err_tr=0.078193 loss_te=17.320789 err_te=0.460326 err_te_snt=0.034632
epoch 48, loss_tr=15.599311 err_tr=0.052764 loss_te=17.227921 err_te=0.398815 err_te_snt=0.013709
epoch 56, loss_tr=15.580780 err_tr=0.036348 loss_te=17.264669 err_te=0.425288 err_te_snt=0.030303
epoch 64, loss_tr=15.568013 err_tr=0.026348 loss_te=17.194605 err_te=0.380587 err_te_snt=0.011544
epoch 72, loss_tr=15.558234 err_tr=0.018691 loss_te=17.184986 err_te=0.372963 err_te_snt=0.013709
epoch 80, loss_tr=15.550757 err_tr=0.014561 loss_te=17.172665 err_te=0.363763 err_te_snt=0.010101
epoch 88, loss_tr=15.544481 err_tr=0.011162 loss_te=17.125786 err_te=0.334212 err_te_snt=0.008658
epoch 96, loss_tr=15.539618 err_tr=0.008428 loss_te=17.136055 err_te=0.341170 err_te_snt=0.006494
epoch 104, loss_tr=15.535223 err_tr=0.006299 loss_te=17.109716 err_te=0.324815 err_te_snt=0.006494
epoch 112, loss_tr=15.531937 err_tr=0.005400 loss_te=17.099194 err_te=0.318649 err_te_snt=0.005051
epoch 120, loss_tr=15.528576 err_tr=0.004111 loss_te=17.105919 err_te=0.321257 err_te_snt=0.008658
epoch 128, loss_tr=15.526193 err_tr=0.003066 loss_te=17.147350 err_te=0.352085 err_te_snt=0.011544
epoch 136, loss_tr=15.523940 err_tr=0.002695 loss_te=17.082342 err_te=0.307223 err_te_snt=0.006494
epoch 144, loss_tr=15.522044 err_tr=0.002275 loss_te=17.076342 err_te=0.303745 err_te_snt=0.006494
epoch 152, loss_tr=15.520386 err_tr=0.002021 loss_te=17.084345 err_te=0.304542 err_te_snt=0.005051
epoch 160, loss_tr=15.518626 err_tr=0.001533 loss_te=17.126125 err_te=0.335202 err_te_snt=0.009380
epoch 168, loss_tr=15.517612 err_tr=0.001592 loss_te=17.085407 err_te=0.309462 err_te_snt=0.008658
epoch 176, loss_tr=15.516044 err_tr=0.001299 loss_te=17.063795 err_te=0.294995 err_te_snt=0.004329
epoch 184, loss_tr=15.514886 err_tr=0.001133 loss_te=17.066391 err_te=0.296018 err_te_snt=0.007215
epoch 192, loss_tr=15.514047 err_tr=0.000977 loss_te=17.107904 err_te=0.321082 err_te_snt=0.008658
epoch 200, loss_tr=15.512926 err_tr=0.000781 loss_te=17.074905 err_te=0.303449 err_te_snt=0.008658
epoch 208, loss_tr=15.512268 err_tr=0.000898 loss_te=17.065863 err_te=0.294555 err_te_snt=0.003608
epoch 216, loss_tr=15.511285 err_tr=0.000811 loss_te=17.063446 err_te=0.292358 err_te_snt=0.004329
epoch 224, loss_tr=15.510714 err_tr=0.000576 loss_te=17.123451 err_te=0.329885 err_te_snt=0.011544
epoch 232, loss_tr=15.509741 err_tr=0.000469 loss_te=17.048658 err_te=0.284042 err_te_snt=0.005051
epoch 240, loss_tr=15.509254 err_tr=0.000439 loss_te=17.053879 err_te=0.286814 err_te_snt=0.005051
epoch 248, loss_tr=15.508662 err_tr=0.000361 loss_te=17.079100 err_te=0.302900 err_te_snt=0.006494
epoch 256, loss_tr=15.508009 err_tr=0.000381 loss_te=17.104187 err_te=0.319159 err_te_snt=0.007937
epoch 264, loss_tr=15.507533 err_tr=0.000352 loss_te=17.066978 err_te=0.292961 err_te_snt=0.003608
epoch 272, loss_tr=15.506984 err_tr=0.000459 loss_te=17.076401 err_te=0.299031 err_te_snt=0.004329
epoch 280, loss_tr=15.506495 err_tr=0.000244 loss_te=17.055597 err_te=0.287950 err_te_snt=0.004329
epoch 288, loss_tr=15.506102 err_tr=0.000293 loss_te=17.032141 err_te=0.272369 err_te_snt=0.005051
epoch 296, loss_tr=15.505508 err_tr=0.000254 loss_te=17.034121 err_te=0.271758 err_te_snt=0.006494
epoch 304, loss_tr=15.505040 err_tr=0.000176 loss_te=17.054232 err_te=0.284325 err_te_snt=0.005051
epoch 312, loss_tr=15.504649 err_tr=0.000146 loss_te=17.034697 err_te=0.272443 err_te_snt=0.005051
epoch 320, loss_tr=15.504334 err_tr=0.000264 loss_te=17.048426 err_te=0.282188 err_te_snt=0.004329
epoch 328, loss_tr=15.503891 err_tr=0.000205 loss_te=17.060427 err_te=0.287222 err_te_snt=0.006494
epoch 336, loss_tr=15.503654 err_tr=0.000234 loss_te=17.060728 err_te=0.287350 err_te_snt=0.003608
epoch 344, loss_tr=15.503329 err_tr=0.000156 loss_te=17.032114 err_te=0.271204 err_te_snt=0.003608
epoch 352, loss_tr=15.502844 err_tr=0.000088 loss_te=17.035181 err_te=0.275708 err_te_snt=0.004329
